Period
to 22 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 22 February 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Bristol
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 96 115 68
Rank change year-on-year +19 -47 +4
Permanent jobs citing Data Warehouse 103 66 154
As % of all permanent IT jobs advertised in Bristol 2.89% 1.98% 4.17%
As % of the Database & Business Intelligence category 9.00% 7.05% 11.87%
Number of salaries quoted 94 59 101
Bristol median annual salary £40,000 £42,500 £50,000
Median salary % change year-on-year -5.88% -15.00% +24.22%
10th Percentile £31,000 £29,350 £28,750
90th Percentile £57,500 £57,500 £65,000
South West median annual salary £41,500 £45,000 £40,000
% change year-on-year -7.78% +12.50% -5.88%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1,144 936 1,297
As % of all permanent IT jobs advertised in Bristol 32.06% 28.10% 35.09%
Number of salaries quoted 991 819 1,157
Bristol median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% +2.56%
10th Percentile £29,750 £30,018 £27,500
90th Percentile £61,250 £71,250 £61,250
South West median annual salary £40,000 £42,500 £39,500
% change year-on-year -5.88% +7.59% +5.33%

Data Warehouse
Job Vacancy Trend in Bristol

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Warehouse in Bristol

Data Warehouse
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bristol.

Salary trend for Data Warehouse in Bristol

Data Warehouse
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Warehouse in Bristol over the 6 months to 22 February 2018.

Salary histogram for Data Warehouse in Bristol

For the 6 months to 22 February 2018, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Data Warehouse.

1 83 (80.58%) Business Intelligence
2 74 (71.84%) SQL
3 57 (55.34%) ETL
3 57 (55.34%) SQL Server Integration Services
4 47 (45.63%) T-SQL
5 46 (44.66%) SQL Server
6 43 (41.75%) SQL Server Reporting Services
7 34 (33.01%) Agile Software Development
8 33 (32.04%) Microsoft
9 27 (26.21%) Power BI
10 24 (23.30%) Tableau
11 23 (22.33%) SQL Server Analysis Services
12 22 (21.36%) Analytics
12 22 (21.36%) C#
13 20 (19.42%) Amazon AWS
14 19 (18.45%) SQL Server 2014
15 18 (17.48%) Microsoft Azure
15 18 (17.48%) Big Data
15 18 (17.48%) Oracle
15 18 (17.48%) Migration
16 15 (14.56%) Scrum
16 15 (14.56%) SQL Server 2012
16 15 (14.56%) Team Foundation Server
17 14 (13.59%) QlikView
17 14 (13.59%) Relational Database
17 14 (13.59%) Linux
18 13 (12.62%) RDBMS
18 13 (12.62%) Data Modelling
18 13 (12.62%) Finance
18 13 (12.62%) Amazon Redshift

Data Warehouse
Co-occurring IT Skills in Bristol by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (7.77%) SharePoint
2 3 (2.91%) WebSphere
3 2 (1.94%) Apache Spark
4 1 (0.97%) Apache
4 1 (0.97%) CMS
4 1 (0.97%) Kentico
Applications
1 7 (6.80%) Microsoft Excel
2 4 (3.88%) MS Visio
3 1 (0.97%) Spreadsheet
Business Applications
1 5 (4.85%) Cognos Business Intelligence
2 1 (0.97%) Cognos TM1
Cloud Services
1 20 (19.42%) Amazon AWS
2 18 (17.48%) Microsoft Azure
3 2 (1.94%) Amazon EMR
3 2 (1.94%) Amazon Kinesis
3 2 (1.94%) Amazon Kinesis Data Analytics
3 2 (1.94%) Amazon S3
4 1 (0.97%) Azure Data Factory
4 1 (0.97%) Cloud Computing
4 1 (0.97%) Google Cloud Platform
4 1 (0.97%) IaaS
4 1 (0.97%) Office 365
4 1 (0.97%) PaaS
Communications & Networking
1 2 (1.94%) SMS
2 1 (0.97%) HTTP
2 1 (0.97%) Internet
2 1 (0.97%) LAN
2 1 (0.97%) TCP/IP
Database & Business Intelligence
1 57 (55.34%) SQL Server Integration Services
2 46 (44.66%) SQL Server
3 43 (41.75%) SQL Server Reporting Services
4 27 (26.21%) Power BI
5 23 (22.33%) SQL Server Analysis Services
6 19 (18.45%) SQL Server 2014
7 18 (17.48%) Big Data
8 15 (14.56%) SQL Server 2012
9 14 (13.59%) QlikView
9 14 (13.59%) Relational Database
10 13 (12.62%) Amazon Redshift
10 13 (12.62%) RDBMS
11 12 (11.65%) SQL Server 2016
12 10 (9.71%) Enterprise Data Warehouse
13 9 (8.74%) BusinessObjects
14 8 (7.77%) OLAP
15 6 (5.83%) Cognos Framework Manager
15 6 (5.83%) Data Mart
16 5 (4.85%) Oracle BI EE
16 5 (4.85%) Oracle ODI
Development Applications
1 15 (14.56%) Team Foundation Server
2 11 (10.68%) Visual Studio
3 7 (6.80%) SQL Server Management Studio (SSMS)
General
1 13 (12.62%) Finance
2 5 (4.85%) Law
2 5 (4.85%) Manufacturing
3 4 (3.88%) Advertising
3 4 (3.88%) Electronics
3 4 (3.88%) Marketing
3 4 (3.88%) Telecoms
4 1 (0.97%) Banking
4 1 (0.97%) Retail
Job Titles
1 72 (69.90%) Developer
2 56 (54.37%) Business Intelligence Developer
3 17 (16.50%) Business Developer
4 16 (15.53%) SQL BI Developer
4 16 (15.53%) SQL Developer
5 15 (14.56%) Data Warehouse Developer
6 10 (9.71%) T-SQL Developer
7 9 (8.74%) Analyst
8 7 (6.80%) Consultant
8 7 (6.80%) ETL Developer
8 7 (6.80%) Microsoft BI Developer
9 6 (5.83%) Agile Developer
9 6 (5.83%) DBA
9 6 (5.83%) SSIS Developer
10 5 (4.85%) Business Intelligence Manager
10 5 (4.85%) SQL Server BI Developer
10 5 (4.85%) SQL Server Developer
11 4 (3.88%) Data Analyst
11 4 (3.88%) Senior Developer
11 4 (3.88%) Technical Consultant
Libraries, Frameworks & Software Standards
1 11 (10.68%) RESTful
2 9 (8.74%) .NET
3 8 (7.77%) .NET Framework
4 3 (2.91%) MDX
4 3 (2.91%) Web Services
5 2 (1.94%) Hibernate
5 2 (1.94%) Java Concurrency
5 2 (1.94%) Kafka
5 2 (1.94%) Spring
6 1 (0.97%) ASP.NET
6 1 (0.97%) Entity Framework
6 1 (0.97%) J2EE
6 1 (0.97%) jQuery
6 1 (0.97%) JSON
6 1 (0.97%) REST
6 1 (0.97%) SOAP
6 1 (0.97%) Twitter Bootstrap
Miscellaneous
1 9 (8.74%) Management Information System
2 6 (5.83%) Analytical Skills
3 2 (1.94%) Computer Science
3 2 (1.94%) Greenfield Project
3 2 (1.94%) User Experience
4 1 (0.97%) Algorithms
4 1 (0.97%) Digital TV
4 1 (0.97%) Media Streaming
4 1 (0.97%) N-Tier
Operating Systems
1 14 (13.59%) Linux
2 11 (10.68%) Unix
Processes & Methodologies
1 83 (80.58%) Business Intelligence
2 57 (55.34%) ETL
3 34 (33.01%) Agile Software Development
4 22 (21.36%) Analytics
5 18 (17.48%) Migration
6 15 (14.56%) Scrum
7 13 (12.62%) Data Migration
7 13 (12.62%) Data Modelling
8 11 (10.68%) CRM
8 11 (10.68%) Data Analysis
9 10 (9.71%) Machine Learning
10 9 (8.74%) Continuous Integration
10 9 (8.74%) Information Management
11 7 (6.80%) Data Management
11 7 (6.80%) Data Science
11 7 (6.80%) Data Transformation
11 7 (6.80%) Stakeholder Management
11 7 (6.80%) Visualisation
12 6 (5.83%) Kimball Methodology
13 5 (4.85%) Data Integration
Programming Languages
1 74 (71.84%) SQL
2 47 (45.63%) T-SQL
3 22 (21.36%) C#
4 12 (11.65%) Python
5 8 (7.77%) Java
6 5 (4.85%) PL/SQL
6 5 (4.85%) Shell Script
7 3 (2.91%) JavaScript
8 1 (0.97%) C
8 1 (0.97%) C++
8 1 (0.97%) Data Analysis Expressions (DAX)
8 1 (0.97%) PowerShell
Qualifications
1 11 (10.68%) SC Cleared
1 11 (10.68%) Security Cleared
2 4 (3.88%) Degree
3 2 (1.94%) Computer Science Degree
4 1 (0.97%) Sun Certification
Quality Assurance & Compliance
1 5 (4.85%) QA
2 3 (2.91%) Data Quality
System Software
1 3 (2.91%) Docker
Systems Management
1 1 (0.97%) Kubernetes
1 1 (0.97%) Systems Management Server (SMS)
Vendors
1 33 (32.04%) Microsoft
2 24 (23.30%) Tableau
3 18 (17.48%) Oracle
4 12 (11.65%) SAP
5 11 (10.68%) Cognos
6 6 (5.83%) IBM
7 4 (3.88%) BT
8 1 (0.97%) Capita
8 1 (0.97%) Cloudera
8 1 (0.97%) Google
8 1 (0.97%) Hortonworks
8 1 (0.97%) Informatica